How a Shandong Wooden Kitchenware Factory Cut 8 Workers and Boosted Output 25% with Three JXH AI Machines
Industry
Solid Wood Kitchenware Manufacturing
Location
Shandong Province, China
Products
Wooden spatulas, spoons, and kitchenware blanks
Wood Species
Beech · Birch · Acacia
Export Markets
Europe, North America
The Factory
This Shandong-based manufacturer is a high-volume producer of solid wood kitchenware — wooden spatulas, spoons, and related items — primarily exported to supermarket chains and retail brands across Europe and North America.
With large-format factory floors and a well-established production line, the factory had the downstream shaping, sanding, and finishing capacity to scale. The bottleneck was at the very beginning: blank preparation.
The Problem: A Cutting Line That Couldn't Keep Up
Before JXH, the factory's blank preparation process relied on two methods:
Method 1 — Manual Marking + Band Saw
Workers marked product outlines by hand on each board, then guided the boards through a band saw to cut rough blanks. Because band saw precision is inherently operator-dependent, experienced workers were trained to leave generous material allowances around every shape — a necessary compensation for imprecision. The result: consistent waste built into every single board.
Method 2 — Standard CNC Engraving Machine
While more precise than a band saw, standard engraving machines lacked AI scanning or auto-nesting capability. Boards had to be manually measured, defects manually marked, and cutting programs manually set up for each board.
In both cases, the core problems were the same:
• Inconsistent yield — material utilization varied by operator, shift, and board quality
• Labor-intensive — the cutting floor required a large team to maintain throughput
• Defect dependency — knots, cracks, and sapwood required manual identification and avoidance
• Mixed-product inefficiency — running different product sizes simultaneously was impractical
The Solution: Three JXH AI Machines
The factory didn't transform overnight. They started with one machine, saw the results, and expanded. Over two years, they built a complete AI-powered blank preparation line with three JXH machines.
Machine 1: JXH AI Cutting Machine (Single Station)
The first machine installed. Used to process 50–60mm thick solid beech boards into spoon blanks. The AI camera scanned each board automatically, detected every defect, and generated an optimized cutting layout mixing multiple large and small spoon profiles simultaneously — filling the gaps between larger profiles with smaller ones to maximize every usable millimeter of board.
Finished blanks from the AI Cutting Machine are stacked and transferred to a single-blade saw , where each thick blank is sliced into individual thin spoon blanks ready for downstream shaping.
Material utilization on the AI Cutting Machine runs at approximately 50% — a figure that accounts for the natural constraints of cutting curved spoon profiles from rectangular boards, and reflects consistent AI-optimized layouts across every run.
Material yield improved by 8–10% versus manual marking from day one.
Machine 2: JXH Dual-Station AI Cutting Machine (One-Drives-Two)
One AI scanner drives two independent cutting stations simultaneously. Both sides process beech boards — with large and small spoon and spatula profiles mixed and nested together in a single optimized layout per station. Two different boards, two different cut lists, running at the same time. One operator manages both stations.
Machine 3: JXH Dual-Station AI CNC Router
The third addition completed the line transformation. This machine runs two different materials simultaneously:
• Station A: 20mm rough-edge beech — single pass per cut
• Station B: 30mm trimmed birch — two passes per cut
Because rough-sawn boards cannot be guaranteed perfectly flat, vacuum suction alone cannot fully secure them to the table. To account for this, the factory programs a 0.3mm material allowance on all CNC Router cuts. After cutting, finished boards are stacked and batch-processed through a thickness planer to remove the allowance — producing the final smooth kitchenware blanks.
CNC Router cutting parameters:
• Tool diameter: 6mm
• Feed rate: 3.5 m/min
• 20mm beech: single pass
• 30mm birch: two passes
Material utilization on the AI CNC Router runs at 55–60% — higher than the AI Cutting Machine due to the flatter, more uniform board surfaces enabling tighter nesting layouts.
The CNC Router also replaced the factory's existing standard engraving machines — delivering higher precision with zero manual setup between boards.
Results
Cutting line workers
~10 workers
~2 operators
Material yield
Baseline
+8–10%
Production efficiency
Baseline
+25%
Cutting precision
Band saw / operator-dependent
Under 1mm, consistent
Mixed-product nesting
Manual, separate setups
Automatic, simultaneous
Defect detection
Manual marking
Automatic AI scan
8 workers reduced from the cutting floor.
Productivity up 25% with fewer people.
Material savings compounding across every board, every shift.
On the Factory Floor Today
Walk into the blank preparation area now and the contrast with a traditional cutting floor is immediate.
Three machines run in parallel. Workers load boards at one end and stack finished blanks at the other — calm, methodical, no rush. The AI handles the decisions that used to require the most experienced people: where to cut, how to avoid the defect, how to fit five different product sizes onto one irregular board.
There is no marking station. No band saw team. No stacks of boards waiting for a skilled worker to assess them. The raw boards come in. The finished blanks come out. The machines figure out everything in between.
What the Customer Said
The factory's management expressed high satisfaction with all three machines and has confirmed plans to continue expanding their JXH equipment line as production volume grows.
"The results from the first machine made the second decision easy. The second machine made the third decision obvious."
Key Takeaway
This factory's transformation wasn't a single purchase decision. It was a staged investment, machine by machine, each one justified by the measurable results of the one before it.
The entry point was one AI Cutting Machine. The outcome was a fundamentally different production line — one that runs more efficiently, wastes less material, and requires a fraction of the labor of the operation it replaced.
Contact JXH CNC
JXH AI Cutting Machines are currently deployed at wooden kitchenware and furniture factories in China, Indonesia, Romania, Russia, and Vietnam.
